MétaCan
Menu
← Back to cohort
Record W7132926790

BEYOND THE BINARY: DECONSTRUCTING A MONOLINGUAL VS. MULTILINGUAL OPPOSITION IN ENGLISH LANGUAGE TEACHING

2025· dissertation· W7132926790 on OpenAlexaboutno aff
Michael Koslowski

Bibliographic record

VenueTSpace · 2025
Typedissertation
Language
FieldSocial Sciences
TopicMultilingual Education and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsOpposition (politics)TranslanguagingHegemonySociolinguisticsNeuroscience of multilingualismDeconstruction (building)MultilingualismLanguage education
DOInot available

Abstract

fetched live from OpenAlex

A monolingual vs. multilingual opposition has come to the forefront in recent language education research. Here, immersion theory argues for exclusive exposure to and use of the target language in curricular spaces (Lambert & Tucker, 1972; Ballinger et al., 2017), while plurilingual (Beacco & Byram, 2007; Piccardo et al., 2021) and translanguaging scholars (Garcia, 2009; Lewis et al., 2012) contend that language learning should leverage the complex interconnections and composite nature of languages. Unfortunately, in the context of English-language education, immersion theories have been mobilized by proponents of hegemonic English-only policies that result in a devaluing of learners’ first/other languages by failing to tap into the linguistic resources and identities they bring to the classroom (Cummins, 2007). This Mixed Methods research project thus consists of a double move with Derrida (1967) and deconstruction as its core. The first involves a deconstruction of the “monolingual habitus” (Gogolin, 1994) of English-Only policies, seen here as a manifestation of linguistic imperialism (Phillipson, 1992). Then in the second move, deconstruction calls for the breakdown of fixed binaries and an uncovering of the tension and complexity in questions. Applied here, a simple opposition of Mono vs. Multi fails to illuminate the complexities of what goes on with languages in the English Language Teaching classroom in-between. Statistical and thematic analyses were conducted on survey (n=125) and follow-up interview (n=9) and observation (n=5) data with post-secondary English language instructors in Japan and Canada, oriented across a Mono-Multi spectrum. Findings reveal the complexities in institutional policies and the beliefs, policies, practices, and experiences of teachers around classroom language use, showing the Mono vs. Multi opposition to be a largely theoretical construct. The findings also uncover a greater range of pedagogical options, combining plurilingual and immersion pedagogies, which can be applied at different stages of a lesson in diverse contexts. Rather than an either/or proposition then, this combination deconstructs both the hegemony of English-only policies as well as a constructed Mono vs. Multi binary, leading to ‘and/and,’ or contextually sensitive, hybrid plurimmersion pedagogies.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.015
metaresearch head score (Gemma)0.020
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.017
Threshold uncertainty score0.081

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0150.020
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.002
Science and technology studies0.0070.057
Scholarly communication0.0170.021
Open science0.0010.016
Research integrity0.0020.006
Insufficient payload (model declined to judge)0.0030.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.028
GPT teacher head0.458
Teacher spread0.430 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueTSpace→Same topicMultilingual Education and Policy→French-language works237,207→